Most strategies fade because they rely heavily on unsustainable incentives models Understanding market structure helps identify sustainable opportunities in DeFi How do market conditions influence the durability of DeFi strategies over time From that point on, the dashboard becomes less of an answer and more of a prompt.

This is why the displayed number should be treated as a starting point, not a conclusion. Gross return and net return can end up being meaningfully different once the full path of execution is taken into account.

Some forms of yield are more sustainable than others. The mechanism matters because yield is never just a number floating in isolation. In DeFi, that flow may come from trading fees, lending activity, arbitrage, liquidation events, or token incentives.

That is the mindset shift the market has been moving toward. The conversation is slowly shifting from excitement about yield to analysis of yield quality.

Differences in results are often less about access and more about interpretation. The difference is understanding. Sophisticated allocators tend to examine downside, implementation, and sustainability before they care about the headline yield.

That is why understanding the mechanism matters so much more than simply participating in it. Once you frame yield this way, the market starts to look more relational and less mechanical.

The point is to reduce improvisation and make execution more deliberate. That is a much healthier foundation than relying purely on instinct and visible APY. Once you think this way, vault infrastructure becomes much more important.

The point is not that yield is bad — it is that yield has to be understood correctly. It should be evaluated as net outcome, not just gross promise.

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